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PGI and NVIDIA have worked in cooperation to develop CUDA Fortran. CUDA Fortran includes a Fortran 2003 compiler and tool chain for programming NVIDIA GPUs using Fortran. Available in PGI 2010 and later release, CUDA Fortran is supported on Linux, Mac OS X and Windows.
That sounds like your best option might be to get the CUDA kit and use the CUDA FORTRAN compiler.
(Excuse me, correction to title. It is "the portland group", which may be a different animal from the PUG!)
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